Logs are extensively used during the development and maintenance of software systems. They collect runtime events allow tracking code execution, which enables a variety critical tasks such as troubleshooting fault detection. However, large-scale systems generate massive volumes semi-structured log records, posing major challenge for automated analysis. Parsing records with free-form text messag...

We present a one-stage F ully C onvolutional Li ne P arsing network (F-Clip) that detects line segments from images. The proposed is very simple and flexible with variations gracefully trade off between speed accuracy for different applications. F-Clip in an end-to-end fashion by predicting each line’s center position, length, angle. further customize the design of convolution kernels our fully...

A sensible assumption in psycholinguistics is that universal principles of optimal computation guide structural decisions made during sentence processing. This idea was questioned by the apparent cross-linguistic variation Relative Clause attachment: a wealth experimental results from nineties showed speakers Spanish, among other languages, more readily converged towards least resolution (i.e. ...

The selectional preferences of verbal predicates are an important component of lexical information useful for a number of NLP tasks including disambigliation of word senses. Approaches to selectional preference acquisition without word sense disambiguation are reported to be prone to errors arising from erroneous word senses. Large scale automatic semantic tagging of texts in sufficient quantit...

Using a dataset of more than 90,000 metal music reviews written by over 9000 users in period 15 years, we analyse the genre structure with aid review text information. We model relationships between genres using user-oriented network, based on reviews. then perform community detection and employ network “averaging” method to obtain stable clusters, order structures clusters both locally within ...

opinion mining deals with an analysis of user reviews for extracting their opinions, sentiments and demands in a specific area, which can play an important role in making major decisions in such area. in general, opinion mining extracts user reviews at three levels of document, sentence and feature. opinion mining at the feature level is taken into consideration more than the other two levels d...

The distinction between concrete and abstract concepts is psychologically valid but so far it can hardly be quantified in any objective way, which prevents it from being further studied in computational linguistics. This paper proposes a systematic way to measure concreteness from the surface structure of dictionary definitions. Comparing the scores from WordNet definitions with human ratings, ...

In most developed countries, gender equality and neutrality have been widely promoted and embraced— through public policy—as a socio-cultural goal since at least the mid-twentieth century. Accordingly, we predicted that a population of highly educated youth from a relatively wealthy developed country (mostly students from a Canadian university) would display little or no significant gender bias...

Food manufacturers need to understand the taste preferences of their consumers in order to develop successful new products. The existence of consumer segments that differ in systematic ways in their taste preferences can have important implications for product development. Rather than developing a product to please all potential consumers, the manufacturer may decide to optimize the product for...